Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-04-27 1.138463 1.386753 1.705503 2.157809 2.806770 3.746526 5.303014
2025-05-04 0.807091 1.074624 1.470517 2.143627 3.374029 5.853602 12.656981
2025-05-11 0.630366 0.882548 1.288232 2.062686 3.747632 8.247128 30.349213
2025-05-18 0.540243 0.787142 1.212381 2.110117 4.416327 12.865185 126.531152
2025-05-25 0.483776 0.729124 1.177521 2.215795 5.368248 22.341268 9073.337753
2025-06-01 0.431272 0.665416 1.111673 2.218124 6.060478 36.357362 NaN
2025-06-08 0.383301 0.600666 1.026794 2.134712 6.384373 53.665423 NaN
2025-06-15 0.358065 0.573230 1.011938 2.233178 7.693095 130.015966 NaN
2025-06-22 0.331174 0.538215 0.972365 2.243410 8.663133 339.595741 NaN
2025-06-29 0.304423 0.499752 0.917190 2.182768 9.173870 956.400833 NaN
2025-07-06 0.282811 0.468842 0.873864 2.145386 9.861788 8148.903870 NaN
2025-07-13 0.274853 0.464446 0.892650 2.335792 13.114462 NaN NaN
2025-07-20 0.263267 0.451509 0.889098 2.451593 16.541061 NaN NaN
2025-07-27 0.248110 0.429321 0.858000 2.444785 18.706377 NaN NaN
2025-08-03 0.231589 0.402524 0.810469 2.348540 19.236662 NaN NaN
2025-08-10 0.221868 0.389588 0.798071 2.406070 23.390309 NaN NaN
2025-08-17 0.215037 0.382268 0.799744 2.534178 31.341659 NaN NaN
2025-08-24 0.205352 0.367547 0.778073 2.537012 36.590950 NaN NaN
2025-08-31 0.193938 0.347936 0.739582 2.435871 37.199227 NaN NaN
2025-09-07 0.188818 0.342310 0.741101 2.555304 51.872117 NaN NaN
2025-09-14 0.181644 0.331277 0.724848 2.567742 63.023986 NaN NaN
2025-09-21 0.173248 0.316744 0.696103 2.494099 66.691889 NaN NaN
2025-09-28 0.166066 0.304594 0.673271 2.448794 73.769981 NaN NaN